Conformal k-NN Anomaly Detector for Univariate Data Streams

Vladislav Ishimtsev, Ivan Nazarov, Alexander Bernstein +1

Anomalies in time-series data give essential and often actionable information in many applications. In this paper we consider a model-free anomaly detection method for univariate t…